Original article was published by YusifMorsy on Artificial Intelligence on Medium
Building CNN Models To Detect COVID-19 From Medical Images.
The images used in this Model came from two different sources, Kaggle.com and The Division Of Infectious Diseases at UofL.
Import the python libraries
Import the data and create variables
Label and Count the images used (x-rays or Images.DICM)
Split the data (Train -Test- Validate)
Generating and Fitting
Plotting the results
A sample of the the results
Fetch and Visualize the Images
Visualize the first 40 Images
Visualize X_train, X_test
Please add your comments or send an email to the author at firstname.lastname@example.org. Some codes are missing in this article as I am focusing on the RESULTS ONLY .